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    "# What's new in version 2.0.1\n",
    "\n",
    "## New\n",
    "* Adds [`arcgis.graph`](/python/api-reference/arcgis.graph.html) module\n",
    "  * [`KnowledgeGraph`](/python/api-reference/arcgis.graph.html#knowledgegraph) class\n",
    "    * Provides access to a datamodel and properties\n",
    "    * Provides methods to search and query the graph\n",
    "  * Explore **[ArcGIS Knowledge](https://pro.arcgis.com/en/pro-app/latest/help/data/knowledge/get-started-with-arcgis-knowledge.htm)** to learn more.\n",
    "* Adds new [`arcgis.gis.sharing`](/python/api-reference/arcgis.gis.sharing.html) submodule\n",
    "  * [`UserInvitationManager`](/python/api-reference/arcgis.gis.sharing.html#userinvitationmanager)\n",
    "  * [`Invitation`](/python/api-reference/arcgis.gis.sharing.html#invitation)\n",
    "* Adds _[Typing](https://docs.python.org/3/library/typing.html)_ to modules\n",
    "\n",
    "\n",
    "### [Guides](../)\n",
    "* [Working with Big Data](../)\n",
    "  * Restructured original 3 guides into 10 new guides:\n",
    "    * [What is Geospatial big data](../guide/01-introduction/)\n",
    "    * [Make your data accessible to the GeoAnalytics Server](../guide/02-making-your-data-accessible-to-ga-server/)\n",
    "    * [Performing big data analysis](../guide/03-performing-big-data-analysis/)\n",
    "    * [Analyzing Patterns](../guide/04-analyze-patterns/)\n",
    "    * [Finding Locations](../guide/05-finding-locations/)\n",
    "    * [Summarizing Data](../guide/06-summarizing-data/)\n",
    "    * [Use Proximity](../guide/07-use-proximity/)\n",
    "    * [Performing Data Enrichment](../guide/08-performing-data-enrichment/)\n",
    "    * [Managing Big Data](../guide/09-managing-big-data/)\n",
    "    * [Extending GeoAnalytics with Custom Tools](../guide/10-extending-geoanalytics-with-custom-tools/)\n",
    "* [Deep Learning with ArcGIS](../)\n",
    "  * [How WNet_cGAN works](../guide/how-wnet-cgan-works)\n",
    "  * [How AutoDL Works](../guide/how-AutoDL-works/)\n",
    "\n",
    "\n",
    "### [Samples](/python/samples/)\n",
    "* [GIS analysts and data scientists](/python/samples/)\n",
    " * Deprecates _Translating Story Map from one language to another using Deep Learning_\n",
    "* **New Samples:**\n",
    " * [Training a wind turbine detection model using large volumes of training data](/python/samples/training-a-wind-turbine-detection-model-using-large-volume-of-training-data/)\n",
    " * [Lunar Craters Detection using Deep Learning](/python/samples/lunar-craters-detection-from-dem-using-deep-learning/)\n",
    " * [Landsat 8 to Sentinel-2 using Pix2Pix](/python/samples/landsat8-to-sentinel2-pix2pix/)\n",
    " * [Image scene classification using FeatureClassifier](/python/samples/image-scene-classification-using-feature-classifier/)\n",
    " * [Covid case forecasting Using TimeSeriesModel from arcgis.learn](/python/samples/covid-case-forecasting-for-alabama-state-using-timeseriesmodel-from-arcgis-learn/)\n",
    "\n",
    "### Module Changes\n",
    "\n",
    "#### [`arcgis.gis`](/python/api-reference/arcgis.gis.toc.html)\n",
    "* [`GIS`](/python/api-reference/arcgis.gis.toc.html#gis)\n",
    "  * Improves error messaging on invalid OAuth2 login attempts\n",
    "* [`User`](/python/api-reference/arcgis.gis.toc.html#user)\n",
    "  * Adds `invitations` property\n",
    "  * ENH-000142116 Adds [`report()`](/python/api-reference/arcgis.gis.toc.html#arcgis.gis.User.report) method to return item size\n",
    "* [`UserManager`](/python/api-reference/arcgis.gis.toc.html#usermanager)\n",
    "  * [`create()`](/python/api-reference/arcgis.gis.toc.html#arcgis.gis.UserManager.create)\n",
    "    * ENH-000142761 Adds documentation for retrieving all possible values for `user_type` parameter\n",
    "    * ENH-000137836 Updates code snippet to show updating Start Page for a user\n",
    "* [`ContentManager`](/python/api-reference/arcgis.gis.toc.html#contentmanager)\n",
    "  * Adds documentation to indicate maximum upload size for:\n",
    "    * [`analyze()`](/python/api-reference/arcgis.gis.toc.html#arcgis.gis.ContentManager.analyze)\n",
    "    * [`generate()`](/python/api-reference/arcgis.gis.toc.html#arcgis.gis.ContentManager.generate)\n",
    "  * Enhances performance for [`add()`](/python/api-reference/arcgis.gis.toc.html#arcgis.gis.ContentManager.add) when `data` has to be added in parts\n",
    "  * Updates `copy_data` parameter documentation in [`clone_items()`](/python/api-reference/arcgis.gis.toc.html#arcgis.gis.ContentManager.clone_items)\n",
    "  * Adds [`cost()`](/python/api-reference/arcgis.gis.toc.html#arcgis.gis.ContentManager.cost) method to estimate credit usage in `ArcGIS Online`\n",
    "  * Adds details and examples to the `query` parameter for:\n",
    "    * [`advanced_search()`](/python/api-reference/arcgis.gis.toc.html#arcgis.gis.ContentManager.advanced_search)\n",
    "    * [`search()`](/python/api-reference/arcgis.gis.toc.html#arcgis.gis.ContentManager.search)\n",
    "* [`GroupManager`](/python/api-reference/arcgis.gis.toc.html#groupmanager)\n",
    "  * Adds documentation details to `provider` and `provider_group_name` parameters for [`create()`](/python/api-reference/arcgis.gis.toc.html#arcgis.gis.GroupManager.create)\n",
    "* [`Item`](/python/api-reference/arcgis.gis.toc.html#item)\n",
    "  * Adds code snippet for publishing a [hosted table](/python/api-reference/arcgis.features.toc/#table) to [`publish()`](/python/api-reference/arcgis.gis.toc.html#arcgis.gis.Item.publish)\n",
    "\n",
    "#### [`arcgis.env`](/python/api-reference/arcgis.env.html)\n",
    "* Adds documentation for:\n",
    "  * [`union_dimension`](/python/api-reference/arcgis.env.html#union-dimension)\n",
    "  * [`match_variables`](/python/api-reference/arcgis.env.html#match-variables)\n",
    "\n",
    "#### [`arcgis.gis.admin`](/python/api-reference/arcgis.gis.admin.html#)\n",
    "* Adds [`KubernetesAdmin`](/python/api-reference/arcgis.gis.admin.html#kubernetesadmin) class documentation\n",
    "* [`CollaborationManager`](/python/api-reference/arcgis.gis.admin.html#collaborationmanager)\n",
    "  * Adds `enable_bidirectional_sync` parameter\n",
    "* [`LicenseManager`](/python/api-reference/arcgis.gis.admin.html#licensemanager)\n",
    "  * Adds [`provisions()`](/python/api-reference/arcgis.gis.admin.html#arcgis.gis.admin.LicenseManager.provisions) method to obtain, assign and revoke provisions\n",
    "* [`License`](/python/api-reference/arcgis.gis.admin.html#license)\n",
    "  * Adds ouput to [`report`](/python/api-reference/arcgis.gis.admin.html#arcgis.gis.admin.License.report) property indicating a username and last use date for the license\n",
    "* [`SSLCertificates`](/python/api-reference/arcgis.gis.admin.html#sslcertificates)\n",
    "  * Adds the `HSTS` parameter to [`update()`](/python/api-reference/arcgis.gis.admin.html#arcgis.gis.admin.SSLCertificates.update)\n",
    "\n",
    "#### [`arcgis.gis.server`](/python/api-reference/arcgis.gis.server.html)\n",
    "* [`Server`](/python/api-reference/arcgis.gis.server.html#server)\n",
    "  * [`publish_sd()`](/python/api-reference/arcgis.gis.server.html#arcgis.gis.server.Server.publish_sd)\n",
    "    * Adds `service_config` parameter to override default values\n",
    "    * Adds `future` parameter for asynchronous processing\n",
    "* [`SiteManager`](/python/api-reference/arcgis.gis.server.html#sitemanager)\n",
    "  * Adds documentation\n",
    "\n",
    "#### [`arcgis.features`](/python/api-reference/arcgis.features.toc.html)\n",
    "* [`FeatureLayer`](/python/api-reference/arcgis.features.toc.html#featurelayer)\n",
    "  * Adds `statistic_filter` parammeter documentation and code snippet to [`query()`](/python/api-reference/arcgis.features.toc.html#arcgis.features.FeatureLayer.query)\n",
    "  * Addresses ENH-000138940 with code snippets for [`edit_features()`](/python/api-reference/arcgis.features.toc.html#arcgis.features.FeatureLayer.edit_features)\n",
    "* [`Spatially Enabled DataFrame`](/python/api-reference/arcgis.features.toc.html#geoaccessor) (_GeoAccessor_)\n",
    "  * Updates [`relationship()`](/python/api-reference/arcgis.features.toc.html#arcgis.features.GeoAccessor.relationship) documentation to clarify spatial operation definitions and behavior\n",
    "  * Adds `class_count` parameter documentation to [`plot()`](/python/api-reference/arcgis.features.toc.html#arcgis.features.GeoAccessor.plot)\n",
    "  * [`from_featureclass()`](/python/api-reference/arcgis.features.toc.html#arcgis.features.GeoAccessor.from_featureclass)\n",
    "    * Adds `ArcPy` feature layer objects (_arcpy.mp.Layer_) as input option\n",
    "\n",
    "#### [`arcgis.features.analysis`](/python/api-reference/arcgis.features.analysis.html)\n",
    "* [`summarize_data`](/python/api-reference/arcgis.features.summarize_data.html#)\n",
    "  * Adds information about the `overwrite` key being required in the `context` parameter of [`aggregate_points()`](/python/api-reference/arcgis.features.summarize_data.html#aggregate-points)\n",
    "\n",
    "#### [`arcgis.features.managers`](/python/api-reference/arcgis.features.managers.html#)\n",
    "* [`Version`](/python/api-reference/arcgis.features.managers.html#version)\n",
    "  * Adds parameter table to [`reconcile()`](/python/api-reference/arcgis.features.managers.html#arcgis.features._version.Version.reconcile) documentation\n",
    "  * Adds parameter documentation to [`differences()`](/python/api-reference/arcgis.features.managers.html#arcgis.features._version.Version.differnces):\n",
    "    * `from_moment`\n",
    "    * `layers`\n",
    "    * `future` - asynchronous processing\n",
    "  * Adds parameter documentation to [`post()`](/python/api-reference/arcgis.features.managers.html#arcgis.features._version.Version.post)\n",
    "    * `rows`\n",
    "    * `future` - asynchronous processing\n",
    "* [`VersionManager`](/python/api-reference/arcgis.features.managers.html#versionmanager)\n",
    "  * Enhances [`create()`](/python/api-reference/arcgis.features.managers.html#arcgis.features._version.VersionManager.create) to return dictionary object with successful creation\n",
    "* [`ParcelFabricManager`](/python/api-reference/arcgis.features.managers.html#parcelfabricmanager)\n",
    "  * Updates [`delete()`](/python/api-reference/arcgis.features.managers.html#arcgis.features._parcel.ParcelFabricManager.delete) to return dictionary as result\n",
    "  * Adds [`reconstruct_from_seeds()`](/python/api-reference/arcgis.features.managers.html#arcgis.features._parcel.ParcelFabricManager.reconstruct_from_seeds) method\n",
    "\n",
    "#### [`arcgis.raster`](/python/api-reference/arcgis.raster.toc.html#)\n",
    "* Adds support for `Sentinel-2 COGs` through existing STAC integraion methods:\n",
    "  * [`from_stac_api()`](/python/api-reference/arcgis.raster.toc.html#arcgis.raster.RasterCollection.from_stac_api)\n",
    "  * [`from stac_item()`](/python/api-reference/arcgis.raster.toc.html#arcgis.raster.Raster.from_stac_item)\n",
    "* Updates urls used for hosted [`ImageryLayer`](/python/api-reference/arcgis.raster.toc.html#imagerylayer) objects on Azure\n",
    "\n",
    "\n",
    "#### [`arcgis.raster.analytics`](/python/api-reference/arcgis.raster.analytics.html#)\n",
    "* **New Functions:**\n",
    "  * [`export_to_tile_package()`](/python/api-reference/arcgis.raster.analytics.html#export-to-tile-package)\n",
    "* Adds messaging to indicate functions that are not supported in `ArcGIS Online`:\n",
    "  * [`merge_multidimenstional_rasters()`](/python/api-reference/arcgis.raster.analytics.html#merge-multidimensional-rasters)\n",
    "  * [`summarize_categorical_raster()`](/python/api-reference/arcgis.raster.analytics.html#summarize-categorical-raster)\n",
    "  * [`train_random_trees_regression_model()`](/python/api-reference/arcgis.raster.analytics.html#train-random-trees-regression-model)\n",
    "  * [`compute_accuracy_for_object_detection()`](/python/api-reference/arcgis.raster.analytics.html#compute-accuracy-for-object-detection)\n",
    "\n",
    "#### [`arcgis.raster.functions`](/python/api-reference/arcgis.raster.functions.html)\n",
    "* Documentation enhancements for numerous individual functions\n",
    "* [`clip()`](/python/api-reference/arcgis.raster.functions.html#clip)\n",
    "  * Adds parameters:\n",
    "    * `clipping_raster`\n",
    "    * `use_input_geometry`\n",
    "  * Updates function to zoom to the clipped extent (not applicable for multipart polygons)\n",
    "\n",
    "#### [`arcgis.geoanalytics`](/python/api-reference/arcgis.geoanalytics.toc.html)\n",
    "  * [`arcgis.geoanalytics.find_locations`](/python/api-reference/arcgis.geoanalytics.find_locations.html)\n",
    "    * Adds [`snap_tracks`](/python/api-reference/arcgis.geoanalytics.find_locations.html#snap-tracks) tool\n",
    "\n",
    "#### [`arcgis.geocoding`](/python/api-reference/arcgis.geocoding.html#)\n",
    "* [`batch_geocode()`](/python/api-reference/arcgis.geocoding.html#batch-geocode)\n",
    "  * Adds `out_fields` paramter\n",
    "  \n",
    "#### [`arcgis.geoenrichment`](/python/api-reference/arcgis.geoenrichment.html)\n",
    "* [`enrich()`](/python/api-reference/arcgis.geoenrichment.html#enrich)\n",
    "  * Updates performance of method by changing number of records sent in requests\n",
    "  * Adds support for local resources\n",
    "  * Enhances performance for all variables of type list\n",
    "  * Adds support for Feature Set\n",
    "* [`Country`](/python/api-reference/arcgis.geoenrichment.html#country)\n",
    "  * Adds [`enrich()`](/python/api-reference/arcgis.geoenrichment.html#arcgis.geoenrichment.Country.enrich) method and code snippets\n",
    "\n",
    "#### [`arcgis.geometry`](/python/api-reference/arcgis.geometry.html)\n",
    "* For `Point`, `Polyline`, `Polygon` and `Multipoint` objects:\n",
    "  * Adds ability to use numeric operators to perform specific spatial operations:\n",
    "    * `+` performs `intersect`\n",
    "    * `-` performs `difference`\n",
    "    * `|` performs `union`\n",
    "    * `^` performs `symmetricDifference`\n",
    "* [`Geometry`](/python/api-reference/arcgis.geometry.html#geometry)\n",
    "  * Updates [`intersect()`](/python/api-reference/arcgis.geometry.html#arcgis.geometry.Geometry.intersect) documentation return statement\n",
    "  * Updates documentation to note required engine for certain operations:\n",
    "    * [`query_point_and_distance()`](/python/api-reference/arcgis.geometry.html#arcgis.geometry.Geometry.query_point_and_distance)\n",
    "    * [`clip()`](/python/api-reference/arcgis.geometry.html#arcgis.geometry.Geometry.clip)\n",
    "\n",
    "#### [`arcgis.geometry.filters`](/python/api-reference/arcgis.geometry.filters.html#)\n",
    "* Adds parameter tables to all functions\n",
    "\n",
    "#### [`arcgis.mapping`](/python/api-reference/arcgis.mapping.toc.html)\n",
    "* [Working with 2D Maps](/python/api-reference/arcgis.mapping.toc.html#working-with-2d-maps)\n",
    "  * [`WebMap`](/python/api-reference/arcgis.mapping.toc.html#webmap)\n",
    "    * Adds [`configure_pop_ups()`](/python/api-reference/arcgis.mapping.toc.html#arcgis.mapping.WebMap.configure_pop_ups) method\n",
    "    * Adds [`view_bookmarks()`](/python/api-reference/arcgis.mapping.toc.html#arcgis.mapping.WebMap.view_bookmarks) method for enabling/disabling bookmarks in Map Viewer\n",
    "\n",
    "#### [`arcgis.realtime`](/python/api-reference/arcgis.realtime.html)\n",
    "* General updates to improve documentation\n",
    "* Enhances numerous operations with feed configuration\n",
    "\n",
    "#### [`arcgis.apps`](/python/api-reference/arcgis.apps.html)\n",
    "* [`dashboard`](/python/api-reference/arcgis.apps.dashboard.html)\n",
    "  * **Module Deprecated** with the 2.0.1 release. See [ArcGIS Dashboards Classic is Retiring](https://www.esri.com/arcgis-blog/products/ops-dashboard/announcements/dashboards-classic-retiring/) for details.\n",
    "    * Only ArcGIS Classic Dashboards can be made with this module. Items can be upgraded by opening for editing in ` ArcGIS Dashboards`\n",
    "  * [`Details`](/python/api-reference/arcgis.apps.dashboard.html#details)\n",
    "    * Adds [`show_last_update`](/python/api-reference/arcgis.apps.dashboard.html#arcgis.apps.dashboard.Details.show_last_update) property\n",
    "    * Enhances documentation\n",
    "  * [`Indicator`](/python/api-reference/arcgis.apps.dashboard.html#indicator)\n",
    "    * Adds documention for [`IndicatorData`](/python/api-reference/arcgis.apps.dashboard/#indicatordata) and [`ReferenceData`](/python/api-reference/arcgis.apps.dashboard.html#referencedata)\n",
    "* [`storymap`](/python/api-reference/arcgis.apps.storymap.html)\n",
    "  * [`Storymap`](/python/api-reference/arcgis.apps.storymap.html#storymap)\n",
    "    * Updates [`save()`](/python/api-reference/arcgis.apps.storymap.html#arcgis.apps.storymap.story.StoryMap.save) with additional checks when `publish=True`\n",
    "  * [`Text`](/python/api-reference/arcgis.apps.storymap.html#text)\n",
    "    * Adds documentation example for creating text object\n",
    "  * [`Sidecar`](/python/api-reference/arcgis.apps.storymap.html#sidecar)\n",
    "    * Adds [`get()`](/python/api-reference/arcgis.apps.storymap.html#arcgis.apps.storymap.story_content.Sidecar.get) method for editing multiple nodes\n",
    "* [`hub`](/python/api-reference/arcgis.apps.hub.html)\n",
    "  * Adds documentation for the creation of Enterprise Sites\n",
    "  * [`Hub`](/python/api-reference/arcgis.apps.hub.html#hub)\n",
    "    * Adds properties:\n",
    "      * [`pages`](/python/api-reference/arcgis.apps.hub.html#arcgis.apps.hub.Hub.pages)\n",
    "      * [`sites`](/python/api-reference/arcgis.apps.hub.html#arcgis.apps.hub.Hub.sites)\n",
    "    \n",
    "#### [`arcgis.learn`](/python/api-reference/arcgis.learn.toc.html)\n",
    "* Adds [`timm`](https://timm.fast.ai/) support to many models\n",
    "  * Includes `EfficientNet` encoding for [`UnetClassifier`](/python/api-reference/arcgis.learn.toc.html#unetclassifier)\n",
    "* Updates to `backbone` parameter documentation for most models\n",
    "* Improves performance by enabling batched processing of resized chips\n",
    "* Improves results for models trained with single-band imagery\n",
    "* Extends inferencing support for TFLite to all classifier and detection models\n",
    "* [Data Preparation Methods](/python/api-reference/arcgis.learn.toc.html#data-preparation-methods)\n",
    " * For `Panoptic Segmentation`\n",
    "   * updates inferencing methods for support in ArcGIS Pro\n",
    "   * adds multispectral support\n",
    " * [`prepare_tabulardata`](/python/api-reference/arcgis.learn.toc.html#prepare-tabulardata)\n",
    "   * Adds H3 support with the `cell_sizes` parameter\n",
    " * [`export_training_data()`](/python/api-reference/arcgis.learn.toc.html#export-training-data)\n",
    "   * Adds options for `metadata_format` parameter:\n",
    "     * `CycleGAN`, `Imagenet`, `Panoptic_Segmentation`goh\n",
    "   * Adds new parameters:\n",
    "     * `additional_input_raster`\n",
    "     * `input_instance_data`\n",
    "     * `instance_class_value_field`\n",
    "     * `min_polygon_overlap_ratio`\n",
    "  * [`prepare_data()`](/python/api-reference/arcgis.learn.toc.html#prepare-data)\n",
    "    * Adds recommendation to `chip_size` parameter documentation\n",
    "* [Automated Machine Learning](/python/api-reference/arcgis.learn.toc.html#automated-machine-learning)\n",
    "  * [`AutoDL`](/python/api-reference/arcgis.learn.toc.html#autodl)\n",
    "    * Enhances initializing when `perform=\"mode\"`\n",
    "* [3d Models](/python/api-reference/arcgis.learn.toc.html#d-models)\n",
    "  * Adds training support for geographic coordinate systems\n",
    "  * [`PointCNN`](/python/api-reference/arcgis.learn.toc.html#pointcnn)\n",
    "    * Updates [`show_results()`](/python/api-reference/arcgis.learn.toc.html#arcgis.learn.PointCNN.show_results) to reflect supported coordinate systems\n",
    "* Unstructured Text Models](/python/api-reference/arcgis.learn.toc.html#unstructured-text-models)\n",
    "  * [`arcgis.learn.text`](/python/api-reference/arcgis.learn.toc.html#arcgis-learn-text-module) module\n",
    "    * [`EntityRecognizer`](/python/api-reference/arcgis.learn.text.html\n",
    "      * Updates data preparation to [`prepare_textdata()`](/python/api-reference/arcgis.learn.toc/#prepare-textdata) from [`prepare_data()`](/python/api-reference/arcgis.learn.toc.html#prepare-data)\n",
    "        * see `text_columns` and `label_columns` parameter documentation in _prepare_textdata()_\n",
    "* [Object Detection Models](/python/api-reference/arcgis.learn.toc.html#object-detection-models)\n",
    "  * **New Model:**\n",
    "    * [`DETReg`](/python/api-reference/arcgis.learn.toc.html#detreg)\n",
    "  * Extends `TorchScript` support for:\n",
    "    * [`RetinaNet`](/python/api-reference/arcgis.learn.toc.html#retinanet)\n",
    "    * [`SingleShotDetector`](/python/api-reference/arcgis.learn.toc.html#singleshotdetector)\n",
    "    * [`YOLOv3`](/python/api-reference/arcgis.learn.toc.html#yolov3)\n",
    "    * [`MaskRCNN`](/python/api-reference/arcgis.learn.toc.html#maskrcnn)\n",
    "* [Image Translation Models](/python/api-reference/arcgis.learn.toc.html#image-translation-models)\n",
    "  * Adds `rgb_bands` keyword argument to `show_results()`:\n",
    "    * [`CycleGAN`](/python/api-reference/arcgis.learn.toc.html#cyclegan)\n",
    "    * [`Pix2Pix`](/python/api-reference/arcgis.learn.toc.html#pix2pix)\n",
    "    * [`Pix2PixHD`](/python/api-reference/arcgis.learn.toc.html#pix2pixhd)\n",
    "  * [`Pix2PixHD`](/python/api-reference/arcgis.learn.toc.html#pix2pixhd)\n",
    "    * Updates documentation on default values\n",
    "* [Pixel Classification Models](/python/api-reference/arcgis.learn.toc.html#pixel-classification-models)\n",
    "  * [`MMSegmentation`](/python/api-reference/arcgis.learn.toc.html#mmsegmentation)\n",
    "    * Adds `ignore_classes` and `class_balancing` as _kwargs_ to initialization for training with sparse data\n",
    "  * [`MultiTaskRoadExtractor`](/python/api-reference/arcgis.learn.toc.html#multitaskroadextractor)\n",
    "    * Updates object parameter documentation\n",
    "  * [`ConnectNet`](/python/api-reference/arcgis.learn.toc.html#connectnet)\n",
    "    * Updates object parameter documentation\n",
    "* [Feature, Tabular, anad Timeseries models](/python/api-reference/arcgis.learn.toc.html#feature-tabular-and-timeseries-models)\n",
    "  * [`MLModel`](/python/api-reference/arcgis.learn.toc.html#mlmodel)\n",
    "    * Adds support for `xgboost`, `lightgbm`, nad `catboost` implementations\n",
    "* [Inferencing Methods](/python/api-reference/arcgis.learn.toc.html#inferencing-methods)\n",
    "  * [`detect_objects`](/python/api-reference/arcgis.learn.toc.html#detect-objects)\n",
    "    * Adds `mask` key as an option for the `context` parameter\n",
    "* [Model Management](/python/api-reference/arcgis.learn.toc.html#model-management)\n",
    "  * [`train_model()`](/python/api-reference/arcgis.learn.toc.html#train-model)\n",
    "    * Adds list of folders as option for the `input_folder` argument\n",
    "    * Updates `model_type` parameter documentation to outline supported models\n",
    "    * Adds options for `backbone_model` argument: `DARKNET53`, `REID_V1`, `REID_V2`\n",
    "    \n",
    "#### [`arcgis.auth`](/python/api-reference/arcgis.auth.html)\n",
    "* Enhances module so that `verify_cert` and `proxy` parameters work efficiently\n",
    "  * [`arcgis.apps.tools`](/python/api-reference/arcgis.auth.tools.html\n",
    "    * Adds helper tool utilties for automatically detecting proxies:\n",
    "      * `detect_proxy()`\n",
    "      * `merge_proxies()`"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "77145505",
   "metadata": {},
   "source": [
    "## Fixes\n",
    "\n",
    "### [Guides](../)\n",
    "* [Feature data and analysis](../)\n",
    " * Updates data used in [Working with Feature Layers and Features](../guide/working-with-feature-layers-and-features/)\n",
    "* [Finding places with geocoding](../)\n",
    " * Updates [Part 3 - Finding Point of interests](../guide/part3-finding-point-of-interests/)\n",
    "\n",
    "### [Samples](/python/samples/)\n",
    "* [Content Publishers](/python/samples)\n",
    " * Updates [Publishing web maps and web scenes](/python/samples/publishing-web-maps-and-web-scenes/) to connect to an ArcGIS Online organization\n",
    "* [GIS analysts and data scientists](/python/samples)\n",
    " * Updates [SAR to RGB image translation using CycleGAN](/python/samples/sar-to-rgb-image-translation-using-cyclegan/)\n",
    "* [Org Administrators](/python/samples)\n",
    " * Updates [Move existing user content to a new user](/python/samples/move-existing-user-content-to-a-new-user/) with more explanation\n",
    " \n",
    "### Module Changes\n",
    "\n",
    "#### [`arcgis.gis`](/python/api-reference/arcgis.gis.toc.html)\n",
    "* [`GIS`](/python/api-reference/arcgis.gis.toc.html#gis)\n",
    "  * Fixes security issues when using `api_key`\n",
    "  * Fixes response handling for tokens with `ArcGIS Online` organizations that have terms and conditions\n",
    "  * Fixes issue with [`map()`](/python/api-reference/arcgis.gis.toc.html#arcgis.gis.GIS.map) not initializing correctly when `zoomlevel` used\n",
    "  * Fixes backend for using `profile` keyword on MacOS systems\n",
    "* [`User`](/python/api-reference/arcgis.gis.toc.html#user)\n",
    "  * Fixes [`delete()`](/python/api-reference/arcgis.gis.toc.html#arcgis.gis.User.delete) to properly handle 3rd Party application provisions\n",
    "* [`Item`](/python/api-reference/arcgis.gis.toc.html#item)\n",
    "  * [`usage()`](/python/api-reference/arcgis.gis.toc.html#arcgis.gis.Item.usage)\n",
    "    * Fixes **[Public Repo Issue #1205](https://github.com/Esri/arcgis-python-api/issues/1205)** where method returns None when using default `as_df=True`\n",
    "    * Fixes **[Public Repo Issue #321](https://github.com/Esri/arcgis-python-api/issues/321)** where any date range beyond 60D does not return expected results\n",
    "  * [`download()`](/python/api-reference/arcgis.gis.toc.html#arcgis.gis.Item.download)\n",
    "    * Fixes issue when attempted by unauthorized user\n",
    "  * Fixes BUG-000146535 where [`update()`](/python/api-reference/arcgis.gis.toc/#arcgis.gis.Item.update) or [`download()`](/python/api-reference/arcgis.gis.toc.html#arcgis.gis.Item.download) fails with files larger than 2GB\n",
    "  * Fixes **[Public Repo Issue #1238](https://github.com/Esri/arcgis-python-api/issues/1238)** where [`create_thumbnail()`](/python/api-reference/arcgis.gis.toc.html#arcgis.gis.Item.create_thumbnail) fails with `AttributeError` if item is a web map with no operational layers\n",
    "  * Removes unused `owner` parameter from [`move()`](/python/api-reference/arcgis.gis.toc.html#arcgis.gis.Item.move)\n",
    "  * Fixes issue where [`can_delete()`](/python/api-reference/arcgis.gis.toc.html#arcgis.gis.Item.can_delete) always returns `False` if run by non-owner\n",
    "* [`ContentManager`](/python/api-reference/arcgis.gis.toc.html#contentmanager)\n",
    "  * [`clone_items()`](/python/api-reference/arcgis.gis.toc.html#arcgis.gis.ContentManager.clone_items) \n",
    "    * Fixes BUG-000146678 where form items for `Survey123` fail to clone if the form contains non-ASCII characters\n",
    "    * Fixes BUG-000147491 where services with long names fail with `_ItemCreeateException` when cloned more than once\n",
    "    * Fixes `_ItemCreateException` when cloning feature service views\n",
    "* [`UserManager`](/python/api-reference/arcgis.gis.toc.html#usermanager)\n",
    "  * Fixes issue with [`license_types`](/python/api-reference/arcgis.gis.toc.html#arcgis.gis.UserManager.license_types) only returning 10 records\n",
    "* [`GroupMigrationManager`](/python/api-reference/arcgis.gis.toc.html#groupmigrationmanager)\n",
    "  * [`create()`](/python/api-reference/arcgis.gis.toc.html#arcgis.gis.GroupMigrationManager.create)\n",
    "    * Fixes `KeyError` if group has no content or items failed or were skipped\n",
    "    * Fixes `Job does not exist or is inaccessible` error if run by non-admin user\n",
    "\n",
    "#### [`arcgis.gis.admin`](/python/api-reference/arcgis.gis.admin.html)\n",
    "* [`CollaborationManager`](/python/api-reference/arcgis.gis.admin.html#collaborationmanager)\n",
    "  * Fixes improperly formed url when using [`update_portal_group_link()`](/python/api-reference/arcgis.gis.admin.html#arcgis.gis.admin.Collaboration.update_portal_group_link)\n",
    "* [`Webhook`](/python/api-reference/arcgis.gis.admin.html#webhook)\n",
    "  * Fixes `AttributeError` on [`update()`](/python/api-reference/arcgis.gis.admin.html#arcgis.gis.admin.Webhook.update) if option `secret` property is not present\n",
    "* [`License`](/python/api-reference/arcgis.gis.admin.html#license)\n",
    "  * Fixes BUG-000144927 with `entitlements` parameter documentation for types of inputs to [`assign()`](/python/api-reference/arcgis.gis.admin.html#arcgis.gis.admin.License.assign)\n",
    "  * Fixes BUG-000144926 where `entitlements` parameter description input types were incomplete for [`assign()`](/python/api-reference/arcgis.gis.admin/#arcgis.gis.admin.License.assign) and [`revoke()`](/python/api-reference/arcgis.gis.admin.html#arcgis.gis.admin.License.revoke)\n",
    "* [`CreditManager`](/python/api-reference/arcgis.gis.admin.html#creditmanager)\n",
    "  * Fixes `Attribute Error: 'PropertyMap' instance has no attribute 'creditAssignments'`issue with [`is_enabled()`](/python/api-reference/arcgis.gis.admin.html#arcgis.gis.admin.CreditManager.is_enabled)\n",
    "  \n",
    "#### [`arcgis.gis.server`](/python/api-reference/arcgis.gis.server.html)\n",
    "* [`DatastoreManager`](/python/api-reference/arcgis.gis.server.html#datastoremanager)\n",
    "  * [`list()`](/python/api-reference/arcgis.gis.server.html#arcgis.gis.server.DataStoreManager.list)\n",
    "    * Fixes **[Public Repo Issue #1179](https://github.com/Esri/arcgis-python-api/issues/1179)** by increasing performance \n",
    "    * Fixes `AttributeError: 'PropertyMap' has not attribute 'path'` error \n",
    "\n",
    "#### [`arcgis.features`](/python/api-reference/arcgis.features.toc.html)\n",
    "* [`FeatureLayer`](/python/api-reference/arcgis.features.toc.html#featurelayer)\n",
    "  * Fixes [`append()`](/python/api-reference/arcgis.features.toc.html#arcgis.features.FeatureLayer.append) not working in ArcGIS Online\n",
    "  * Fixes **[Public Repo Issue #1191](https://github.com/Esri/arcgis-python-api/issues/1191)** where [`delete_features()`](/python/api-reference/arcgis.features.toc.html#arcgis.features.FeatureLayer.delete_features) returns `KeyError` when run asynchronously\n",
    "  * [`query()`](/python/api-reference/arcgis.features.toc.html#arcgis.features.FeatureLayer.query)\n",
    "    * Fixes issue where method converts integer columns to floats if `as_df=True`\n",
    "    * Fixes `TypeError: cannot safely cast non-equivalent float64 to int32` error with singles being read incorrectly\n",
    "  * Fixes [`estimates`](/python/api-reference/arcgis.features.toc.html#arcgis.features.FeatureLayer.estimates) property for `ArcGIS Enterprise` configurations\n",
    "  * Fixes `TypeErr\n",
    "* [`Spatially Enabled DataFrame`](/python/api-reference/arcgis.features.toc.html#geoaccessor) (_GeoAccessor_)\n",
    "  * [`plot()`](/python/api-reference/arcgis.features.toc.html#arcgis.features.GeoAccessor.plot)\n",
    "    * Fixes issue where objects with columns containing `int32` values larger than 1e5 do not draw\n",
    "    * Fixes **[Public Repo Issue #509](https://github.com/Esri/arcgis-python-api/issues/509)** when drawing fails if there are `int64` datatypes \n",
    "  * [`from_df()`](/python/api-reference/arcgis.features.toc.html#arcgis.features.GeoAccessor.from_df)\n",
    "    * Fixes issue where results plot over the wrong location\n",
    "  * Changes documentation to accurately reflect default value for `sanitize_columns`:\n",
    "    * [`to_featureclass()`](/python/api-reference/arcgis.features.toc.html#arcgis.features.GeoAccessor.to_featureclass)\n",
    "    * [`to_table()`](/python/api-reference/arcgis.features.toc.html#arcgis.features.GeoAccessor.to_table)\n",
    "  * [`from_xy()`](/python/api-reference/arcgis.features.toc.html#arcgis.features.GeoAccessor.from_xy)\n",
    "    * Fixes errors thrown when using object created from this method even though objects work\n",
    "  * [`from_featureclass()`](/python/api-reference/arcgis.features.toc.html#arcgis.features.GeoAccessor.from_featureclass)\n",
    "    * Fixes issue where integer fields were not properly cast to int32 values\n",
    "    * Fixes `NameError: name 'arcpy' is not defined` for use with local files in environments without `ArcPy` installed\n",
    "* [`FeatureLayerCollection`](/python/api-reference/arcgis.features.toc.html#featurelayercollection)\n",
    "  * Fixes BUG-000139327 where [`extract_changes()`](/python/api-reference/arcgis.features.toc.html#arcgis.features.FeatureLayerCollection.extract_changes) returned a file path instead of a dictionary\n",
    "  * [`overwrite()`](/python/api-reference/arcgis.features.toc.html#arcgis.features.FeatureLayerCollection.overwrite)\n",
    "    * Fixes BUG-000136260 where method fails with hosted [`tables()`](/python/api-reference/arcgis.features.toc.html#table)\n",
    "    * Fixes method when overwriting from CSV data\n",
    "* [`FeatureSet`](/python/api-reference/arcgis.features.toc.html#featureset)\n",
    "  * Addresses **[Esri Community Post](https://community.esri.com/t5/python-ideas/make-arcpy-featureset-interoperable-with-the/idi-p/1150968)** to update objects so they interoperate with `ArcPy` _FeatureSet_ objects\n",
    "  \n",
    "#### [`arcgis.features.managers`](/python/api-reference/arcgis.features.managers.html) \n",
    "* [`FeatureLayerCollectionManager`](/python/api-reference/arcgis.features.managers.html#featurelayercollectionmanager)\n",
    "  * Fixes BUG-000146997 where [`overwrite()`](/python/api-reference/arcgis.features.managers.html#arcgis.features.managers.FeatureLayerCollectionManager.overwrite) fails with `AttributeError: 'PropertyMap' instance has no attribute 'Tables'`\n",
    "\n",
    "#### [`arcgis.features.analysis`](/python/api-reference/arcgis.features.analysis.html)\n",
    "* Fixes BUG-000145235 where `overwrite` failed because parameter is only available in `ArcGIS Enterprise` 10.9.1 and above\n",
    "* Fixes internal issue with tools so organization is recognized as `ArcGIS Online` when applicable\n",
    "* Fixes issues with the `overwrite` parameter and its availability for specific releases on specific tools\n",
    "* Fixes token management with multiple instances of `GIS` present while running tools\n",
    "\n",
    "#### [`arcgis.features.manage_data`](/python/api-reference/arcgis.features.manage_data.html)\n",
    "* [`create_route_layers()`](/python/api-reference/arcgis.features.manage_data.html#create-route-layers)\n",
    "  * Fixes issue where `folder_name` parameter was not being used for output\n",
    "\n",
    "#### [`arcgis.features.summarize_data`](/python/api-reference/arcgis.features.summarize_data.html)\n",
    "* [`join_features()`](/python/api-reference/arcgis.features.summarize_data.html#join-features)\n",
    "  * Fixes handling and passing of spatial relationship parameters\n",
    "\n",
    "#### [`arcgis.raster`](/python/api-reference/arcgis.raster.toc.html)\n",
    "* [`RasterCollection`](/python/api-reference/arcgis.raster.toc.html#rastercollection)\n",
    "  * Fixes errors when appylying or calling operations on individual rasters in a collection created from an analysis image service output by `create_image_collection()` in `ArcGIS Online`\n",
    "\n",
    "#### [`arcgis.raster.functions`](/python/api-reference/arcgis.raster.functions.html)\n",
    "* [`extract_band()`](/python/api-reference/arcgis.raster.functions.html#extract_band)\n",
    "  * Fixes `Unable to complete operation` error because of invalid token\n",
    "* [`colormap()`](/python/api-reference/arcgis.raster.functions.html#colormap)\n",
    "  * Fixes `Exception: Invalid or missing input parameters` error when run on a layer that has a raster function set on its corresponding item\n",
    "* [`s1_radiometric_calibration()`](/python/api-reference/arcgis.raster.functions.html#s1-radiometric-calibration)\n",
    "  * `calibration_type` parameter\n",
    "    * Expands documentation\n",
    "    * Fixes `KeyError: 'BETA_NOUGHT'` error when using string input\n",
    "\n",
    "#### [`arcgis.raster.functions.RFT`](/python/api-reference/arcgis.raster.functions.RFT.html)\n",
    "* [`draw_graph()`](/python/api-reference/arcgis.raster.functions.RFT.html)\n",
    "  * Fixes `Unknown silver color` warning when calling method\n",
    "\n",
    "#### [`arcgis.geoanalytics`](/python/api-reference/arcgis.geoanalytics.toc.html)\n",
    "* Fixes [`is_supported()`](/python/api-reference/arcgis.geoanalytics.toc.html#is-supported) returning `True` when run against `ArcGIS Online`\n",
    "\n",
    "#### [`arcgis.geocoding`](/python/api-reference/arcgis.geocoding.html)\n",
    "* Fixes errors with following functions not properly processing web input:\n",
    "  * [`geocode_from_items()`](/python/api-reference/arcgis.geocoding.html#geocode-from-items)\n",
    "  * [`analyze_geocode_input()`](/python/api-reference/arcgis.geocoding.html#analyze-geocode-input)\n",
    "  * [`batch_geocode()`](/python/api-reference/arcgis.geocoding.html#batch-geocode)\n",
    "\n",
    "#### [`arcgis.geoenrichment`](/python/api-reference/arcgis.geoenrichment.html)\n",
    "* Fixes permissions error when accessing or searching for when ArcGIS Online properly configured with service\n",
    "* Fixes import warnings\n",
    "* Fixes errors when handling z-enabled features\n",
    "* [`enrich()`](/python/api-reference/arcgis.geoenrichment.html#enrich)\n",
    "  * Fixes failures when using a `Spatially Enabled DataFrame` as input\n",
    "\n",
    "#### [`arcgis.geometry`](/python/api-reference/arcgis.geometry.html)\n",
    "* [`Geometry`]()\n",
    "  * Fixes **[Public Repo Issue #1173](https://github.com/Esri/arcgis-python-api/issues/1173)** where [`from_shapely()`](/python/api-reference/arcgis.geometry.html#arcgis.geometry.Geometry.from_shapely) returns a `NameError`\n",
    "  * Fixes error when functions were returning `None` for respective engines:\n",
    "    * [`clip()`](/python/api-reference/arcgis.geometry.html#arcgis.geometry.Geometry.clip)\n",
    "    * [`query_point_and_distance()`](/python/api-reference/arcgis.geometry.html#arcgis.geometry.Geometry.query_point_and_distance)\n",
    "\n",
    "#### [`arcgis.mapping`](/python/api-reference/arcgis.mapping.toc.html)\n",
    "* [Working with 2D Maps](/python/api-reference/arcgis.mapping.toc.html#working-with-2d-maps)\n",
    "  * [`WebMap`](/python/api-reference/arcgis.mapping.toc.html#webmap)\n",
    "    * Fixes [`bookmarks`](/python/api-reference/arcgis.mapping.toc.html#arcgis.mapping.WebMap.bookmarks) setter to properly update definition\n",
    "* [Utility Functions for Mapping](/python/api-reference/arcgis.mapping.toc.html#utility-functions-for-mapping)\n",
    "  * Fixes **[Public Repo Issue #1138](https://github.com/Esri/arcgis-python-api/issues/1138)** where [`export_map()`](/python/api-reference/arcgis.mapping.toc.html#export-map) fails with custom print service\n",
    "\n",
    "#### [`arcgis.realtime.velocity.feeds`](/python/api-reference/arcgis.realtime.velocity.feeds.html)\n",
    "* [`Kafka`](/python/api-reference/arcgis.realtime.velocity.feeds.html#kafka)\n",
    "  * Fixes incorrect property mapping for `SASLPlain` [`authentication`](/python/api-reference/arcgis.realtime.velocity.feeds.html#arcgis.realtime.velocity.feeds.Kafka.authentication)\n",
    "\n",
    "#### [`arcgis.widgets`](/python/api-reference/arcgis.widgets.html)\n",
    "* [`MapView`](/python/api-reference/arcgis.widgets.html#mapview)\n",
    "   * Fixes BUG-000141594 where [`export_to_html()`](/python/api-reference/arcgis.widgets.html#arcgis.widgets.MapView.export_to_html) output could not be opened in browser\n",
    "   * [`embed()`](/python/api-reference/arcgis.widgets.html#arcgis.widgets.MapView.embed)\n",
    "     * Fixes failure to create interactive map in place \n",
    "     * Fixes failure to overwrite previous ouput of [`take_screenshot()`](/python/api-reference/arcgis.widgets.html#arcgis.widgets.MapView.take_screenshot)\n",
    "\n",
    "#### [`arcgis.apps`](/python/api-reference/arcgis.apps.html)\n",
    "* [`dashboard`](/python/api-reference/arcgis.apps.dashboard.html)\n",
    " * **Module Deprecated** with the 2.0.1 release. See [ArcGIS Dashboards Classic is Retiring](https://www.esri.com/arcgis-blog/products/ops-dashboard/announcements/dashboards-classic-retiring/) for details.\n",
    "   * Only ArcGIS Classic Dashboards can be made with this module. Items can be upgraded by opening for editing in `ArcGIS Dashboards`\n",
    "  * [`Details`](/python/api-reference/arcgis.apps.dashboard.html#details)\n",
    "    * Updates initializer to read any layer from Feature Layer  \n",
    "    * Fixes \n",
    "  * [`SerialChart`](/python/api-reference/arcgis.apps.dashboard.html#serialchart)\n",
    "    * Fixes BUG-000144851 where creation fails when using table layer as input\n",
    "    * Fixes BUG-000144648 where the `Is Not Null` condition cannot be met with `add_filter()`\n",
    "  * [`PieChart`](/python/api-reference/arcgis.apps.dashboard.html#piechart)\n",
    "    * Fixes BUG-000144512 where `item` parameter documentation incorrectly stated input values\n",
    "  * [`Gauge`](/python/api-reference/arcgis.apps.dashboard.html#gauge)\n",
    "    * Fixes `Undefined Variable` error when using objects\n",
    "* [`storymap`](/python/api-reference/arcgis.apps.storymap.html)\n",
    "  * [`Storymap`](/python/api-reference/arcgis.apps.storymap.html#storymap)\n",
    "    * Fixes issue when creating multiple Storymaps simultaneously, only one was getting content added\n",
    "  * [`Map`](/python/api-reference/arcgis.apps.storymap.html#map)\n",
    "    * Fixes [`map`](/python/api-reference/arcgis.apps.storymap.html#arcgis.apps.storymap.story_content.Map.map) setter to properly update content\n",
    "\n",
    "#### [`arcgis.learn`](/python/api-reference/arcgis.learn.toc.html)\n",
    "* Fixes freezing issues with multiple models:\n",
    "  * [DeepLab](/python/api-reference/arcgis.learn.toc.html#deeplab)\n",
    "  * [FasterRCNN](/python/api-reference/arcgis.learn.toc.html#fasterrcnn)\n",
    "  * [MaskRCNN](/python/api-reference/arcgis.learn.toc.html#maskrcnn)\n",
    "* [Data Preparation Methods](/python/api-reference/arcgis.learn.toc.html#data-preparation-methods)\n",
    "  * [`prepare_data()`](/python/api-reference/arcgis.learn.toc.html#prepare-data)\n",
    "    * Fixes issue when `batch_size` is very small\n",
    "    * Fixes `KeyError: 'NumTiles'` when using multiple folders in `path`\n",
    "    * Fixes `RuntimeError` when `path` argument is a `Panoptic_Segmentation` dataset\n",
    "    * Fixes `ValueError: invalid literal for int() with base 10: 'Car'` error with Panoptic Segmentation data\n",
    "* [Automated Machine Learning](/python/api-reference/arcgis.learn.toc.html#automated-machine-learning)\n",
    "  * [`AutoDL`](/python/api-reference/arcgis.learn.toc.html#autodl)\n",
    "    * Updates supported models in `network` parameter\n",
    "  * [`AutoML`](/python/api-reference/arcgis.learn.toc.html#automl)\n",
    "    * General fixes for raster workflows\n",
    "* [Object Classification Models](/python/api-reference/arcgis.learn.toc.html#object-classification-models)\n",
    "  * [`FeatureClassifier`](/python/api-reference/arcgis.learn.toc.html#featureclassifier)\n",
    "    * Fixes output to have correct structure when using [`save(framework='tflite')`](/python/api-reference/arcgis.learn.toc.html#arcgis.learn.FeatureClassifier.save)\n",
    "* [Pixel Classification Models](/python/api-reference/arcgis.learn.toc.html#pixel-classification-models)\n",
    "  * [`MaXDeepLab`](/python/api-reference/arcgis.learn.toc.html#maxdeeplab)\n",
    "    * Fixes missing instance classes in `show_results()`\n",
    "    * Fixes issue with `rows` parameter not working in `show_results()`\n",
    "    * [`compute_n_masks()`](/python/api-reference/arcgis.learn.toc.html#arcgis.learn.MaXDeepLab.compute_n_masks)\n",
    "       * Fixes `FileNotFoundError` when data is prepared with the `working_dir` argument\n",
    "* [Object Detection Models](/python/api-reference/arcgis.learn.toc.html#object-detection-models)\n",
    "  * [`MaskRCNN`](/python/api-reference/arcgis.learn.toc.html#maskrcnn)\n",
    "    * Improves results and performance by using `CV2` library for contours\n",
    "  * [`YOLOv3`](/python/api-reference/arcgis.learn.toc.html#yolov3)\n",
    "    * Updates `data` parameter documentation to reflect supported image sizes\n",
    "  * [`SingleShotDetector`](/python/api-reference/arcgis.learn.toc.html#singleshotdetector)\n",
    "    * Fixes `Exception` on initialization with data prepared with `sensenet121`, `densenet169`, `densenet161`, or `densenet201` backbones \n",
    "* [3d Models](/python/api-reference/arcgis.learn.toc/?highlight=pointcloud#d-models)\n",
    "  * [`PointCNN`](/python/api-reference/arcgis.learn.toc/?highlight=pointcloud#pointcnn)\n",
    "    * Fixes index error with `show_batch()` under specific conditions using `min_points` filter\n",
    "    * Fixes `ValueError: could not broadcast input array from shape (0,1) into shape (0,2)` with [`predict_h5()`](/python/api-reference/arcgis.learn.toc.html#arcgis.learn.PointCNN.predict_h5)\n",
    "* [Object Tracking Models](/python/api-reference/arcgis.learn.toc.html#object-tracking-models)\n",
    "  * [`SiamMask`](/python/api-reference/arcgis.learn.toc.html#siammask)\n",
    "    * Fixes [`save(framework='torchscript')`](/python/api-reference/arcgis.learn.toc.html#arcgis.learn.SiamMask.save) to save both `PyTorch` and `Torchscript` models\n",
    "    * Fixes incorrect output returned by [`supported_backbones`](/python/api-reference/arcgis.learn.toc.html#arcgis.learn.SiamMask.supported_backbones)\n",
    "    * Fixes `Exception: 'NoneType' object has no attribute 'ReadsArray'` error with [`show_batch()`](/python/api-reference/arcgis.learn.toc.html#arcgis.learn.SiamMask.show_batch)\n",
    "  * [`DeepSort`](/python/api-reference/arcgis.learn.toc.html#deepsort)\n",
    "    * Fixes `unsupported backbone` error even when run with backbone returned by [`supported_backbones`](/python/api-reference/arcgis.learn.toc.html#arcgis.learn.DeepSort.supported_backbones)\n",
    "* [Image Translation Models](/python/api-reference/arcgis.learn.toc.html#image-translation-models)\n",
    "  * [`WNet_cGAN`](/python/api-reference/arcgis.learn.toc.html#wnet-cgan)\n",
    "    * Fixes performance and stability issues\n",
    "    * Fixes `AssertionError` with [`from_model()`](/python/api-reference/arcgis.learn.toc.html#arcgis.learn.WNet_cGAN.from_model) reading from working directory\n",
    "  * [`Pix2Pix`](/python/api-reference/arcgis.learn.toc.html#pix2pix)\n",
    "    * Fixes issue with [`from_model()`](/python/api-reference/arcgis.learn.toc.html#arcgis.learn.Pix2Pix.from_model) incorrectly reading models saved with previous releases\n",
    "  * [`Pix2PixHD`](/python/api-reference/arcgis.learn.toc.html#pix2pixhd)\n",
    "    * Fixes `AttributeError: '_EmptyData' object has no attribute 'imagery_type'` with [`predict()`](/python/api-reference/arcgis.learn.toc/#arcgis.learn.Pix2PixHD.predict) if run after [`from_model()`](/python/api-reference/arcgis.learn.toc.html#arcgis.learn.Pix2PixHD.from_model)\n",
    "* [Feature, Tabular, anad Timeseries models](/python/api-reference/arcgis.learn.toc.html#feature-tabular-and-timeseries-models)\n",
    "  * [`FullyConnectedNetwork`](/python/api-reference/arcgis.learn.toc.html#fullyconnectednetwork)\n",
    "    * [`predict()`](/python/api-reference/arcgis.learn.toc.html#arcgis.learn.FullyConnectedNetwork.predict)\n",
    "      * Fixes `Exception` raised because cell sizes were not being read in function\n",
    "  * [`MLModel`](/python/api-reference/arcgis.learn.toc.html#mlmodel)\n",
    "    * Fixes `Exception: Length of features is not equal to the length of shap_values!` error with [`predict(explain=True)`](/python/api-reference/arcgis.learn.toc.html#arcgis.learn.MLModel.predict)\n",
    "* [Inferencing Methods](/python/api-reference/arcgis.learn.toc.html#inferencing-methods)\n",
    "  * [`detect_objects`](/python/api-reference/arcgis.learn.toc.html#detect-objects)\n",
    "    * Fixes `Unable to initialize` error when using with pretrained `MaXDeepLab` model\n",
    "    * Fixes `AttributeError` when run with Panoptic Segmentation model trained with data using contiguous classes"
   ]
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